FD::DiagGMM Class Reference

#include <DiagGMM.h>

Inheritance diagram for FD::DiagGMM:

[legend]Collaboration diagram for FD::DiagGMM:

[legend]List of all members.

Public Member Functions
	~DiagGMM ()
void	train (const std::vector< float * > &frames, int nb_dim, int nb_gaussians, int nb_splits)
float	score (const float *vec)
int	getDim ()
virtual void	printOn (std::ostream &out=std::cout) const
void	readFrom (std::istream &in=std::cin)
virtual void	serialize (std::ostream &out) const
virtual void	unserialize (std::istream &in)
Friends
class	GMM
std::istream &	operator>> (std::istream &in, DiagGMM &gmm)

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Detailed Description

Gaussian Mixture Model (GMM) implementation using diagonal covariances and optimized for speed

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Constructor & Destructor Documentation

FD::DiagGMM::~DiagGMM (   )  [inline]

Destructor

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Member Function Documentation

int FD::DiagGMM::getDim (   )  [inline]

Number of dimensions

virtual void FD::DiagGMM::printOn (  std::ostream &  out = std::cout  )  const [virtual]

print function used for operator << Implements FD::Object.

void FD::DiagGMM::readFrom (  std::istream &  in = std::cin  )  [virtual]

Read function used for operator >> Reimplemented from FD::Object.

float FD::DiagGMM::score (  const float *  vec  )

Score a frame

virtual void FD::DiagGMM::serialize (  std::ostream &  out  )  const [virtual]

Serialize (binary) the object to a stream Reimplemented from FD::Object.

virtual void FD::DiagGMM::unserialize (  std::istream &  in  )  [virtual]

Unserialize (binary) the object from a stream Reimplemented from FD::Object.

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Friends And Related Function Documentation

std::istream& operator>> (  std::istream &  in, DiagGMM &  gmm )  [friend]

extractor for DiagGMM

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The documentation for this class was generated from the following file:

• DiagGMM.h

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